PARALLEL DYNAMIC AGGREGATION SYSTEM AND METHOD

Patent №

US 11,645,276

Granted

2023-05-09

Filed 2020

Owner

BANK OF AMERICA CORPORATION

Lab

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17039469

Aggregation of data and subsequent diving and/or grouping (i.e., slicing and dicing) of the aggregated data occurs by multi-stage parallel processing. Initially, multiple aggregation jobs are executed in parallel to aggregate data from a granular level to a higher level. Subsequently, query sets are executed in parallel for each of the aggregation jobs to divide and/or group the higher level data according to the queries and the segregated results are stored in a single table, which is partitioned for each aggregation job. Parallel processing of the query sets and storage in a single table is made possible by implementing a hybrid dynamic database schema, in which each table in the database includes one or more additional fields, each additional field comprising a set of dimension-dimension value pairs.

Knowledge representationPlanningAI hardwareG06F 16/24532G06F 16/213G06F 16/2282G06F 16/244G06F 16/24552G06F 16/2465

AI classification

AI hardware1.00
Knowledge representation0.96
Planning0.92
Machine learning0.06
Natural language0.00
Speech0.00
Evolutionary computation0.00
Vision0.00

Ownership

BANK OF AMERICA CORPORATION

assignment · 539390034

Assignors

HONG, YIFEI, DEPRANO, XIAOYUN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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